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visual representation

230 papers

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Co-occurring keywords · papers mentioning both

representation learning (70) self-supervised learning (66) contrastive learning (52) multimodal learning (35) visual representation learning (21) transfer learning (21) vision-language model (16) object detection (14) unsupervised learning (13) multimodal large language model (12)

Papers

Exploring Artificial Image Generation for Stance Detection EMNLP 2025 Florence-VL: Enhancing Vision-Language Models with Generative Vision Encoder and Depth-Breadth Fusion CVPR 2025 From Prototypes to General Distributions: An Efficient Curriculum for Masked Image Modeling CVPR 2025 Hints of Prompt: Enhancing Visual Representation for Multimodal LLMs in Autonomous Driving ICCV 2025 Hyperdimensional Representation for Adaptive Information Association and Memorization WACV 2025 Large Vision-Language Model Alignment and Misalignment: A Survey Through the Lens of Explainability EMNLP 2025 Learning Visual Composition through Improved Semantic Guidance CVPR 2025 LLaVA-SP: Enhancing Visual Representation with Visual Spatial Tokens for MLLMs ICCV 2025 LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering ACL 2025 LLM-enhanced Action-aware Multi-modal Prompt Tuning for Image-Text Matching ICCV 2025 LLMs Can Compensate for Deficiencies in Visual Representations EMNLP 2025 Lost in Embeddings: Information Loss in Vision–Language Models EMNLP 2025 Mitigating the Human-Robot Domain Discrepancy in Visual Pre-training for Robotic Manipulation CVPR 2025 MPID: A Modality-Preserving and Interaction-Driven Fusion Network for Multimodal Sentiment Analysis COLING 2025 Multimodal Language Models See Better When They Look Shallower EMNLP 2025 Not Only Text: Exploring Compositionality of Visual Representations in Vision-Language Models CVPR 2025 Prototype-Guided Multimodal Relation Extraction based on Entity Attributes AAAI 2025 S4-Driver: Scalable Self-Supervised Driving Multimodal Large Language Model with Spatio-Temporal Visual Representation CVPR 2025 Spectral State Space Model for Rotation-Invariant Visual Representation Learning CVPR 2025 The Scalability of Simplicity: Empirical Analysis of Vision-Language Learning with a Single Transformer ICCV 2025 Top-Down Guidance for Learning Object-Centric Representations IJCAI 2025 A Convolutional Neural Network Interpretable Framework for Human Ventral Visual Pathway Representation AAAI 2024 Beyond Embeddings: The Promise of Visual Table in Visual Reasoning EMNLP 2024 Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs NeurIPS 2024 Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding CVPR 2024